iSchools, Twitter, 11/1/2019 11:23:55 AM, 214963


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iSchools_2019-11-01_04-21-50.xlsx
iSchools_2019-11-01_04-21-50.xlsx
From:
NodeXLExcelAutomator
Uploaded on:
November 01, 2019
Short Description:
iSchools via NodeXL http://bit.ly/2PyiAkl
@ischools
@arjun_sanyal
@iconf
@kirkdborne
@kalevleetaru
@uaschoolofinfo
@iconfstudent
@catfbrooks
@sslisischool
@ischoolumd

Top hashtags:
#iconf20
#ischools
#hci
#ischoolsworldwide
#student
#asist19
#citylis
#privacy

Description:
Description
The graph represents a network of 306 Twitter users whose tweets in the requested range contained "iSchools", or who were replied to or mentioned in those tweets. The network was obtained from the NodeXL Graph Server on Friday, 01 November 2019 at 11:21 UTC.

The requested start date was Friday, 01 November 2019 at 00:01 UTC and the maximum number of tweets (going backward in time) was 5,000.

The tweets in the network were tweeted over the 88-day, 3-hour, 53-minute period from Saturday, 03 August 2019 at 20:03 UTC to Wednesday, 30 October 2019 at 23:56 UTC.

Additional tweets that were mentioned in this data set were also collected from prior time periods. These tweets may expand the complete time period of the data.

There is an edge for each "replies-to" relationship in a tweet, an edge for each "mentions" relationship in a tweet, and a self-loop edge for each tweet that is not a "replies-to" or "mentions".

The graph is directed.

The graph's vertices were grouped by cluster using the Clauset-Newman-Moore cluster algorithm.

The graph was laid out using the Harel-Koren Fast Multiscale layout algorithm.


Author Description


Overall Graph Metrics
Vertices : 306
Unique Edges : 387
Edges With Duplicates : 176
Total Edges : 563
Number of Edge Types : 3
Mentions : 456
Tweet : 69
Replies to : 38
Self-Loops : 69
Reciprocated Vertex Pair Ratio : 0.0335051546391753
Reciprocated Edge Ratio : 0.0648379052369077
Connected Components : 52
Single-Vertex Connected Components : 22
Maximum Vertices in a Connected Component : 127
Maximum Edges in a Connected Component : 352
Maximum Geodesic Distance (Diameter) : 7
Average Geodesic Distance : 2.752228
Graph Density : 0.00429658202078646
Modularity : 0.599197
NodeXL Version : 1.0.1.421
Data Import : The graph represents a network of 306 Twitter users whose tweets in the requested range contained "iSchools", or who were replied to or mentioned in those tweets. The network was obtained from the NodeXL Graph Server on Friday, 01 November 2019 at 11:21 UTC.

The requested start date was Friday, 01 November 2019 at 00:01 UTC and the maximum number of tweets (going backward in time) was 5,000.

The tweets in the network were tweeted over the 88-day, 3-hour, 53-minute period from Saturday, 03 August 2019 at 20:03 UTC to Wednesday, 30 October 2019 at 23:56 UTC.

Additional tweets that were mentioned in this data set were also collected from prior time periods. These tweets may expand the complete time period of the data.

There is an edge for each "replies-to" relationship in a tweet, an edge for each "mentions" relationship in a tweet, and a self-loop edge for each tweet that is not a "replies-to" or "mentions".

Layout Algorithm : The graph was laid out using the Harel-Koren Fast Multiscale layout algorithm.
Graph Source : GraphServerTwitterSearch
Graph Term : iSchools
Groups : The graph's vertices were grouped by cluster using the Clauset-Newman-Moore cluster algorithm.
Edge Color : Edge Weight
Edge Width : Edge Weight
Edge Alpha : Edge Weight
Vertex Radius : Followers

Top Influencers: Top 10 Vertices, Ranked by Betweenness Centrality
Top URLs
Top URLs in Tweet in Entire Graph:
[13] https://ischools.org/Student-Symposium
[9] https://twitter.com/evamen/status/1180433911488352256
[9] https://ischools.org/iConference
[6] https://ischool.umd.edu/news/ischools-and-defense-privacy-response-forbescom
[4] https://ischools.org/Full-Research-Papers
[3] https://www.forbes.com/sites/kalevleetaru/2019/08/05/computer-science-could-learn-a-lot-from-library-and-information-science/
[2] https://twitter.com/iConfStudent/status/1183658906293358592
[2] https://news.sky.com/story/why-are-people-protesting-in-hong-kong-11778604
[2] https://ischools.org/Posters
[2] https://ischools.org/news/7668863

Top URLs in Tweet in G1:
[9] https://twitter.com/evamen/status/1180433911488352256
[4] https://ischools.org/iConference
[2] https://ischools.org/Student-Symposium
[2] https://news.sky.com/story/why-are-people-protesting-in-hong-kong-11778604
[1] https://twitter.com/i/web/status/1189339122726559752
[1] https://ischools.org/news/7798623
[1] https://twitter.com/i/web/status/1174246414387482626
[1] https://www.ideals.illinois.edu/handle/2142/99623/browse?type=title
[1] https://ischools.org/Asia-Pacific-Directory
[1] https://ischools.org/News/7906218

Top URLs in Tweet in G2:
[11] https://ischools.org/Student-Symposium
[4] https://ischools.org/Full-Research-Papers
[2] https://ischools.org/news/7668863
[2] https://ischools.org/iConference
[2] https://ischools.org/iConference/
[1] https://ischools.org/blog/2019/05/21/iconference-2020-issues-call-for-participation/
[1] https://ischools.org/2020-Program
[1] https://ischools.org/Visions
[1] https://ischools.org/Sessions-for-Interaction-and-Engagement
[1] https://ischools.org/Posters

Top URLs in Tweet in G3:
[1] https://twitter.com/i/web/status/1186233846183976960
[1] https://americanlibrariesmagazine.org/2019/05/20/trends-in-library-school-accreditation/
[1] https://twitter.com/BerkeleyISchool/status/1162141167691194369
[1] https://ischools.org/news/7773863
[1] https://twitter.com/iSchools/status/1150707596527046656

Top URLs in Tweet in G4:
[1] https://engage.bah.com/Article/Redirect/c3e8e2d9-d4e3-43f8-9b88-76551c61100e?uc=30185&g=174e754e-fff8-444b-9be5-281c0a1fb365&f=78108

Top URLs in Tweet in G5:
[1] https://www.forbes.com/sites/kalevleetaru/2019/08/05/computer-science-could-learn-a-lot-from-library-and-information-science/#770470d2587d
[1] https://www.forbes.com/sites/kalevleetaru/2019/08/05/computer-science-could-learn-a-lot-from-library-and-information-science/#7d313b2b587d
[1] https://www.forbes.com/sites/kalevleetaru/2019/08/05/computer-science-could-learn-a-lot-from-library-and-information-science/
[1] https://www.forbes.com/sites/kalevleetaru/2019/08/05/computer-science-could-learn-a-lot-from-library-and-information-science/#6bebd086587d

Top URLs in Tweet in G6:
[1] http://edte.ch/blog/2016/09/30/schools-want-students-creative-thursday-afternoon/
[1] https://twitter.com/forbes/status/1158466628142678016
[1] https://twitter.com/Forbes/status/1158466628142678016
[1] https://www.forbes.com/sites/kalevleetaru/2019/08/05/computer-science-could-learn-a-lot-from-library-and-information-science/
[1] https://www.forbes.com/sites/kalevleetaru/2019/08/05/computer-science-could-learn-a-lot-from-library-and-information-science/#52baaf75587d
[1] https://twitter.com/lizmcgettigan/status/1158769159351808000
[1] https://ischools.org/news/7773863
[1] https://c-ischools.ce.eleyo.com/course/1444/fall-2019/dementia-friends
[1] https://twitter.com/smbrms/status/1168642421271552012
[1] https://ischool.umd.edu/news/ischools-and-defense-privacy-response-forbescom

Top URLs in Tweet in G7:
[5] https://ischool.umd.edu/news/ischools-and-defense-privacy-response-forbescom
[1] https://ischools.org/page-8689/BlogPost/4899511/7852221
[1] https://ischools.org/News/7852221
[1] https://twitter.com/i/web/status/1173727020112461824
[1] https://twitter.com/i/web/status/1173488217812869122
[1] https://ischools.org/iConference

Top URLs in Tweet in G8:
[1] https://twitter.com/i/web/status/1170882719846453249
[1] https://twitter.com/i/web/status/1180822710617804800

Top URLs in Tweet in G9:
[1] https://ischool.uw.edu/news/2019/09/ischools-wobbrock-honored-accessibility-work-mobile-touch-screens

Top URLs in Tweet in G10:
[1] https://twitter.com/i/web/status/1174102429496938497
[1] https://twitter.com/i/web/status/1170411242412007424
[1] https://twitter.com/i/web/status/1170421324092760065
[1] https://twitter.com/i/web/status/1170431198184841218
[1] https://twitter.com/i/web/status/1170426484374167552

Top Domains
Top Domains in Tweet in Entire Graph:
[54] twitter.com
[51] ischools.org
[10] forbes.com
[6] umd.edu
[2] sky.com
[1] americanlibrariesmagazine.org
[1] boras.com
[1] c-ischools.org
[1] uw.edu
[1] kmov.com

Top Domains in Tweet in G1:
[17] twitter.com
[13] ischools.org
[2] sky.com
[1] illinois.edu
[1] arizona.edu
[1] forbes.com

Top Domains in Tweet in G2:
[27] ischools.org
[2] twitter.com
[1] boras.com

Top Domains in Tweet in G3:
[3] twitter.com
[1] americanlibrariesmagazine.org
[1] ischools.org

Top Domains in Tweet in G4:
[1] bah.com

Top Domains in Tweet in G5:
[4] forbes.com

Top Domains in Tweet in G6:
[10] twitter.com
[3] forbes.com
[1] edte.ch
[1] ischools.org
[1] eleyo.com
[1] umd.edu
[1] kmov.com
[1] c-ischools.org

Top Domains in Tweet in G7:
[5] umd.edu
[3] ischools.org
[2] twitter.com

Top Domains in Tweet in G8:
[2] twitter.com

Top Domains in Tweet in G9:
[1] uw.edu

Top Domains in Tweet in G10:
[5] twitter.com

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[94] iconf20
[27] ischools
[8] hci
[7] ischoolsworldwide
[5] student
[4] asist19
[4] citylis
[4] privacy
[4] libraries
[3] studentsymposium



Top Hashtags in Tweet in G1:
[15] iconf20
[12] ischools
[6] ischoolsworldwide
[3] student
[2] sweden
[2] iconference2020
[2] hongkong
[1] republicday
[1] south
[1] korea

Top Hashtags in Tweet in G2:
[62] iconf20
[6] ischools
[2] student
[1] ischoolsworldwide
[1] studentsymposium
[1] research

Top Hashtags in Tweet in G3:
[4] citylis
[2] iconf20

Top Hashtags in Tweet in G4:
[1] bigdata
[1] datascience
[1] ai
[1] machinelearning
[1] informationscience
[1] designthinking
[1] ux
[1] ischools

Top Hashtags in Tweet in G5:
[1] libraryschool
[1] mlis
[1] ischools
[1] computerscience
[1] librarians
[1] libraryscience

Top Hashtags in Tweet in G6:
[3] ischools
[2] alise19
[1] libraries
[1] mlis
[1] privacy
[1] librarians
[1] dcmi2019
[1] libraryfetish
[1] openaccess

Top Hashtags in Tweet in G7:
[3] privacy
[3] libraries
[2] iconf20
[1] umdischool
[1] fearlessideas

Top Hashtags in Tweet in G9:
[8] hci

Top Words
Top Words in Tweet in Entire Graph:
[226] Words in Sentiment List#1: Positive
[70] Words in Sentiment List#2: Negative
[1] Words in Sentiment List#3: Angry/Violent
[7535] Non-categorized Words
[7831] Total Words
[165] ischools
[104] science
[94] #iconf20
[89] information
[76] iconf

Top Words in Tweet in G1:
[42] ischools
[23] know
[21] information
[15] #iconf20
[14] professionals
[14] uc3m_ischool
[13] world
[12] #ischools
[12] iconf
[11] research

Top Words in Tweet in G2:
[62] #iconf20
[50] iconf
[43] research
[29] deadline
[28] papers
[26] share
[21] ischools
[20] deadlines
[20] bachelor
[19] t

Top Words in Tweet in G3:
[6] ischools
[4] continually
[4] impressed
[4] curricula
[4] top
[4] such
[4] #citylis
[4] deep
[4] engagement
[4] contemporary

Top Words in Tweet in G4:
[58] science
[30] information
[29] computer
[29] learn
[29] lot
[29] library
[29] including
[29] individuals
[29] seek
[29] out

Top Words in Tweet in G5:
[20] computer
[17] kalevleetaru
[15] ischools
[14] schools
[14] pivot
[14] hire
[14] waves
[14] scientists
[14] lis
[13] thank

Top Words in Tweet in G6:
[16] ischools
[8] science
[8] lis
[7] access
[6] students
[6] computer
[4] â
[4] information
[4] focus
[4] classes

Top Words in Tweet in G7:
[13] ischools
[8] keithmarzullo
[7] ubcischool
[6] science
[6] ischoolumd
[5] article
[5] asist_org
[4] forbes
[4] privacy
[4] freundlu

Top Words in Tweet in G8:
[4] ischools
[3] docdre
[3] ameliangibson
[3] lisalibrarian
[3] boomer
[3] academics
[3] birthed
[3] definitely
[3] abandoned
[3] libraries

Top Words in Tweet in G9:
[8] ischool's
[8] wobbrockjo
[8] alumni
[8] won
[8] sigaccess
[8] assets
[8] paper
[8] impact
[8] award
[8] big

Top Words in Tweet in G10:
[6] eyes
[6] cool
[5] mdesjardin
[5] pvierth
[5] richardjeanso
[4] ischool
[3] jsench
[3] students
[3] drop
[3] pretty

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[49] information,science
[46] library,information
[39] computer,science
[33] computer,scientists
[33] science,learn
[33] learn,lot
[33] lot,library
[31] pivot,ischools
[31] ischools,hire
[30] schools,pivot

Top Word Pairs in Tweet in G1:
[14] information,professionals
[11] know,ischools
[11] ischools,uc3m_ischool
[10] world,needs
[10] needs,information
[10] professionals,know
[9] evamen,world
[6] chair,elect
[4] posters,workshops
[4] workshops,sies

Top Word Pairs in Tweet in G2:
[17] full,short
[17] short,research
[16] papers,deadline
[15] share,research
[15] bachelor,master
[15] master,students
[15] october,15
[15] student,symposium
[13] #iconf20,submit
[11] submit,application

Top Word Pairs in Tweet in G3:
[4] continually,impressed
[4] impressed,curricula
[4] curricula,top
[4] top,ischools
[4] ischools,such
[4] such,#citylis
[4] #citylis,deep
[4] deep,engagement
[4] engagement,contemporary
[3] marcforster18,continually

Top Word Pairs in Tweet in G4:
[29] computer,science
[29] science,learn
[29] learn,lot
[29] lot,library
[29] library,information
[29] information,science
[29] science,including
[29] including,individuals
[29] individuals,seek
[29] seek,out

Top Word Pairs in Tweet in G5:
[14] schools,pivot
[14] pivot,ischools
[14] ischools,hire
[14] hire,waves
[14] waves,computer
[14] computer,scientists
[13] thank,kalevleetaru
[13] scientists,scholarly
[12] kalevleetaru,lis
[12] lis,schools

Top Word Pairs in Tweet in G6:
[3] information,science
[3] computer,science
[3] open,access
[3] access,policies
[3] policies,affect
[3] affect,access
[3] access,grey
[3] grey,literature
[3] literature,university
[3] university,digital

Top Word Pairs in Tweet in G7:
[6] ischools,ubcischool
[5] asist_org,ischools
[4] forbes,article
[4] umd,ischool
[3] start,addressing
[3] addressing,climate
[3] climate,crisis
[3] crisis,information
[3] information,science
[3] science,asist_org

Top Word Pairs in Tweet in G8:
[3] docdre,ameliangibson
[3] ameliangibson,lisalibrarian
[3] lisalibrarian,boomer
[3] boomer,academics
[3] academics,birthed
[3] birthed,ischools
[3] ischools,definitely
[3] definitely,abandoned
[3] abandoned,libraries
[2] rybesh,docdre

Top Word Pairs in Tweet in G9:
[8] ischool's,wobbrockjo
[8] wobbrockjo,alumni
[8] alumni,won
[8] won,sigaccess
[8] sigaccess,assets
[8] assets,paper
[8] paper,impact
[8] impact,award
[8] award,big
[8] big,one

Top Word Pairs in Tweet in G10:
[6] eyes,cool
[3] students,drop
[3] drop,pretty
[3] pretty,rad
[3] rad,podcast
[3] podcast,y'all
[3] y'all,called
[3] called,eyes
[3] cool,eyes
[3] cool,sounds

Top Replied-To
Top Replied-To in Entire Graph:
@ischools
@utksis
@mdesjardin
@quinnanya
@freundlu
@mikekatell
@senpai068
@eventbrite
@holden
@asbruckman

Top Replied-To in G1:
@iconf
@utksis
@ischools
@uaschoolofinfo
@bschlenker

Top Replied-To in G2:
@ischools

Top Replied-To in G7:
@freundlu
@utksis
@keithmarzullo

Top Replied-To in G8:
@holden
@asbruckman
@docdre

Top Replied-To in G10:
@mdesjardin
@quinnanya
@jsench
@ted_underwood

Top Mentioned
Top Mentioned in Entire Graph:
@iconf
@ischools
@kirkdborne
@kalevleetaru
@iconfstudent
@uc3m_ischool
@anuncivilphd
@evamen
@wobbrockjo
@keithmarzullo

Top Mentioned in G1:
@ischools
@uc3m_ischool
@iconf
@evamen
@utksis
@ibi_hu
@unisiegen
@uc3m
@ischoolumd

Top Mentioned in G2:
@iconf
@ischools
@iconfstudent
@lisresearch
@uitromso
@springernature
@rutgerscomminfo
@emeraldglobal
@springe

Top Mentioned in G3:
@marcforster18
@ischoolui
@iconf
@ibi_hu
@ischools
@asist_org
@alalibrary
@cilipinfo
@lis_prof
@oclc_de

Top Mentioned in G4:
@kirkdborne
@kalevleetaru

Top Mentioned in G5:
@kalevleetaru
@anuncivilphd
@forbes
@aallnet
@ifla_lib4dev
@afliacon
@spellboundblog

Top Mentioned in G6:
@publishgreylit

Top Mentioned in G7:
@ischools
@keithmarzullo
@ubcischool
@ischoolumd
@asist_org
@freundlu
@james3neal
@iconf

Top Mentioned in G8:
@ameliangibson
@lisalibrarian
@rybesh
@docdre
@sivavaid
@oddletters
@medialab

Top Mentioned in G9:
@wobbrockjo
@uw_ischool

Top Mentioned in G10:
@pvierth
@richardjeanso
@mdesjardin
@jsench
@quinnanya

Top Tweeters
Top Tweeters in Entire Graph:
@arkangelscrap
@chidambara09
@nancyrubin
@adr
@forbes
@teioh
@infrahumano
@jacobsberg
@thecuriousluke
@kirkdborne

Top Tweeters in G1:
@bschlenker
@gerardcoen
@evamen
@evendrell
@uc3m
@fhersanmi
@pme919
@timgorichanaz
@pacobib
@ischools

Top Tweeters in G2:
@yukimuraruki
@cpltalk
@rutgerscomminfo
@sarahlouwou
@springernature
@juliapennlert
@lenikrsova
@citylis
@lisresearch
@emeraldglobal

Top Tweeters in G3:
@cilipinfo
@alalibrary
@lynrobinson
@rdlankes
@schopfel
@ischoolui
@ucd_ischool
@oiioxford
@profjsg
@preater

Top Tweeters in G4:
@arkangelscrap
@chidambara09
@nancyrubin
@thecuriousluke
@kirkdborne
@brianlinuxing
@elcavalos
@azurflorian
@frankolken
@mminevich

Top Tweeters in G5:
@forbes
@infrahumano
@justbementalist
@infointuitive
@anuncivilphd
@derechoaleer
@datchery8
@stevenmaccall
@yayoarjona
@aallnet

Top Tweeters in G6:
@adr
@jacobsberg
@jill_hw
@kayeboesme
@gjvanbussel
@iacrlillinois
@cambridgemned
@iste_tri
@michinebeling
@plunn8

Top Tweeters in G7:
@james3neal
@melanieanderson
@ccabezas
@asist_org
@ischoolumd
@dublin_kshankar
@mpromann
@ubcischool
@freundlu
@bsbutlerumd

Top Tweeters in G8:
@docdre
@lisalibrarian
@oddletters
@medialab
@ameliangibson
@asbruckman
@holden
@rybesh
@sivavaid
@archivesbean

Top Tweeters in G9:
@weblearning
@uw_ischool
@xyleques
@taschagroup
@jonfroehlich
@uwcse
@wobbrockjo
@gee_yawn

Top Tweeters in G10:
@radiotaskforce
@ted_underwood
@jsench
@mdesjardin
@lovgov
@quinnanya
@pvierth
@richardjeanso


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